The mortgage interest deduction is a common itemized deduction that allows homeowners to deduct the interest they pay on any loan used to build, purchase, or make improvements upon their residence, from taxable income. The mortgage interest deduction can also be taken on loans for second homes and vacation residences with certain limitations.